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Sourceforge.net has 3,278 URLs listed in 1,610 Dmoz categories.

Opsis
A Java applet designed to teach binary search tree algorithms. It is unique in the way it combines programming, proof, and animation to enhance the learning experience.
http://opsis.sourceforge.net
Top/Computers/Algorithms/Animated

WASA
A Java implementation of the Wealthy Adaptative Search Algorithm, a constraint-solving algorithm using a stochastic approach. Sourceforge/GPL.
http://wasa.sourceforge.net/
Top/Computers/Algorithms/Sorting_and_Searching

Open AI
The OpenAI site is centered around an Open Source project and community involving artificial intelligence. The term "Open Source" means that the source code for the project is available for free and can be used by others free of charge.
http://openai.sourceforge.net/
Top/Computers/Artificial_Intelligence

RISO
Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows different conditional distributions
http://riso.sourceforge.net
Top/Computers/Artificial_Intelligence/Belief_Networks/Software

Bayesline
Very generic and free (LGPL) Belief Network Framework in C++ - supports a broad range of knowledge and dependency types for network variables and clusters of variables
http://bayesline.sourceforge.net
Top/Computers/Artificial_Intelligence/Belief_Networks/Software

Bayesian Network tools in Java (BNJ)
Open-source suite of software tools for research and development using graphical models of probability, published by Kansas State University Laboratory for Knowledge Discovery in Databases (KDD)
http://bnj.sourceforge.net
Top/Computers/Artificial_Intelligence/Belief_Networks/Software

Mizore Artificial Intelligence Project
Two projects Neuralsim and Izumi concerning Artificial Intelligence. Neuralsim is a neural network that attempts to mimic some biological form; Izumi is a text parser concerning natural language processing. It visualizes time-varying linguistic data an
http://mizore.sourceforge.net/
Top/Computers/Artificial_Intelligence/Distributed_Projects

Genetic Daemon
The first genetic engine server, capable to work in a distributed research environment and with parallel processing.
http://geneticd.sourceforge.net/
Top/Computers/Artificial_Intelligence/Distributed_Projects

Artificial Intelligence (AI) for Computer Games
Companion site for the book "Artificial Intelligence for Computer Games: An Introduction." Includes bibliography, chapter guide, errata, and relevant links.
http://ai4games.sourceforge.net/
Top/Computers/Artificial_Intelligence/Games

Goal Seeker -- Solving the 15 Puzzle
A JAVA framework that implements heuristic goal-seeking algorithms. Using this framework will allow developers to focus on a specific domain of interest, while leaving many of the AI concepts and goal-searching concepts to be implemented by the framework
http://sourceforge.net/projects/goalseeker/
Top/Computers/Artificial_Intelligence/Games